LLM EXPLORER 61,918 MODELS INDEXED

Sqlcoder by defog

By defog · 223 downloads
HF Repo ↗ Copy URL

Sqlcoder is an open-source language model by defog. Features: LLM, VRAM: 31.2GB, License: other, Fine-Tuned, Code Generating, LLM Explorer Score: 0.09.

  Code   Codegen   En   Finetuned   Gpt bigcode   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/defog/sqlcoder 

Sqlcoder Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Research, Commercial applications
Applications:
Natural language to SQL conversion
Additional Notes 
This repository is now significantly outdated. It is recommended to use the improved version at sqlcoder-7b-2.
Supported Languages 
en (proficient)
Training Details 
Data Volume:
10,537 human-curated questions
Methodology:
Two-phase fine-tuning with questions classified by difficulty
Input Output 
Output Format:
SQL queries
LLM NameSqlcoder
Repository 🤗https://huggingface.co/defog/sqlcoder 
Required VRAM31.2 GB
Updated2026-07-26
Maintainerdefog
Model Typegpt_bigcode
Model Files  10.0 GB: 1-of-4   9.9 GB: 2-of-4   9.9 GB: 3-of-4   1.4 GB: 4-of-4
Supported Languagesen
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseother
Transformers Version4.31.0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu

Quantized Models of the Sqlcoder

Model
Likes
Downloads
VRAM
Sqlcoder GGUF206306 GB
Sqlcoder GPTQ9119 GB

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Note: green Score (e.g. "73.2") means that the model is better than defog/sqlcoder.